Overview
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3803 |
| Missing cells | 6996 |
| Missing cells (%) | 8.0% |
| Duplicate rows | 126 |
| Duplicate rows (%) | 3.3% |
| Total size in memory | 683.5 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
| Dataset has 126 (3.3%) duplicate rows | Duplicates |
price is highly overall correlated with property_type and 3 other fields | High correlation |
area is highly overall correlated with built_up_area and 1 other fields | High correlation |
bedRoom is highly overall correlated with property_type and 5 other fields | High correlation |
bathroom is highly overall correlated with property_type and 5 other fields | High correlation |
super_built_up_area is highly overall correlated with price and 3 other fields | High correlation |
built_up_area is highly overall correlated with area | High correlation |
carpet_area is highly overall correlated with area | High correlation |
servant room is highly overall correlated with bedRoom and 2 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with price and 3 other fields | High correlation |
balcony is highly overall correlated with bedRoom and 1 other fields | High correlation |
floorNum is highly overall correlated with property_type | High correlation |
store room is highly imbalanced (56.2%) | Imbalance |
facing has 1105 (29.1%) missing values | Missing |
super_built_up_area has 1888 (49.6%) missing values | Missing |
built_up_area has 2070 (54.4%) missing values | Missing |
carpet_area has 1859 (48.9%) missing values | Missing |
area is highly skewed (γ1 = 30.23273447) | Skewed |
built_up_area is highly skewed (γ1 = 41.21758008) | Skewed |
carpet_area is highly skewed (γ1 = 24.7960836) | Skewed |
floorNum has 134 (3.5%) zeros | Zeros |
luxury_score has 486 (12.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-26 14:16:20.062429 |
|---|---|
| Analysis finished | 2025-11-26 14:17:08.413793 |
| Duration | 48.35 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
property_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2261373 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | house |
| 4th row | flat |
| 5th row | house |
Common Values
| Value | Count | Frequency (%) |
| flat | 2943 | |
| house | 860 | 22.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2943 | |
| house | 860 | 22.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2943 | |
| l | 2943 | |
| a | 2943 | |
| t | 2943 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16072 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 2943 | |
| l | 2943 | |
| a | 2943 | |
| t | 2943 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16072 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 2943 | |
| l | 2943 | |
| a | 2943 | |
| t | 2943 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16072 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 2943 | |
| l | 2943 | |
| a | 2943 | |
| t | 2943 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
society
Text
| Distinct | 676 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 29.8 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.922672 |
| Min length | 1 |
Unique
| Unique | 291 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | dlf the skycourt |
|---|---|
| 2nd row | ss the leaf |
| 3rd row | ansals florence villa |
| 4th row | rof ananda |
| 5th row | emaar mgf marbella |
| Value | Count | Frequency (%) |
| independent | 491 | 4.9% |
| the | 362 | 3.6% |
| dlf | 225 | 2.2% |
| park | 219 | 2.2% |
| city | 172 | 1.7% |
| global | 165 | 1.6% |
| signature | 161 | 1.6% |
| emaar | 159 | 1.6% |
| m3m | 156 | 1.6% |
| heights | 139 | 1.4% |
| Other values (783) | 7779 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6935 | 10.8% |
| 6228 | 9.7% | |
| a | 6090 | 9.5% |
| r | 4355 | 6.8% |
| n | 4270 | 6.6% |
| i | 3970 | 6.2% |
| t | 3851 | 6.0% |
| s | 3627 | 5.6% |
| l | 3074 | 4.8% |
| o | 2867 | 4.5% |
| Other values (31) | 19073 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 64340 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6935 | 10.8% |
| 6228 | 9.7% | |
| a | 6090 | 9.5% |
| r | 4355 | 6.8% |
| n | 4270 | 6.6% |
| i | 3970 | 6.2% |
| t | 3851 | 6.0% |
| s | 3627 | 5.6% |
| l | 3074 | 4.8% |
| o | 2867 | 4.5% |
| Other values (31) | 19073 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 64340 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6935 | 10.8% |
| 6228 | 9.7% | |
| a | 6090 | 9.5% |
| r | 4355 | 6.8% |
| n | 4270 | 6.6% |
| i | 3970 | 6.2% |
| t | 3851 | 6.0% |
| s | 3627 | 5.6% |
| l | 3074 | 4.8% |
| o | 2867 | 4.5% |
| Other values (31) | 19073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 64340 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6935 | 10.8% |
| 6228 | 9.7% | |
| a | 6090 | 9.5% |
| r | 4355 | 6.8% |
| n | 4270 | 6.6% |
| i | 3970 | 6.2% |
| t | 3851 | 6.0% |
| s | 3627 | 5.6% |
| l | 3074 | 4.8% |
| o | 2867 | 4.5% |
| Other values (31) | 19073 |
sector
Text
| Distinct | 131 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.6463318 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 86 |
|---|---|
| 2nd row | sector 85 |
| 3rd row | sector 57 |
| 4th row | sector 95 |
| 5th row | sector 66 |
| Value | Count | Frequency (%) |
| sector | 3536 | |
| road | 245 | 3.1% |
| sohna | 233 | 3.0% |
| 102 | 113 | 1.4% |
| 85 | 110 | 1.4% |
| 92 | 105 | 1.3% |
| 69 | 94 | 1.2% |
| 90 | 91 | 1.2% |
| 65 | 90 | 1.1% |
| 81 | 90 | 1.1% |
| Other values (121) | 3120 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4098 | |
| 4024 | ||
| s | 3921 | |
| r | 3905 | |
| e | 3715 | |
| c | 3662 | |
| t | 3612 | |
| 1 | 1120 | 3.1% |
| a | 916 | 2.5% |
| 0 | 825 | 2.2% |
| Other values (24) | 6887 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36685 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 4098 | |
| 4024 | ||
| s | 3921 | |
| r | 3905 | |
| e | 3715 | |
| c | 3662 | |
| t | 3612 | |
| 1 | 1120 | 3.1% |
| a | 916 | 2.5% |
| 0 | 825 | 2.2% |
| Other values (24) | 6887 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36685 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 4098 | |
| 4024 | ||
| s | 3921 | |
| r | 3905 | |
| e | 3715 | |
| c | 3662 | |
| t | 3612 | |
| 1 | 1120 | 3.1% |
| a | 916 | 2.5% |
| 0 | 825 | 2.2% |
| Other values (24) | 6887 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36685 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 4098 | |
| 4024 | ||
| s | 3921 | |
| r | 3905 | |
| e | 3715 | |
| c | 3662 | |
| t | 3612 | |
| 1 | 1120 | 3.1% |
| a | 916 | 2.5% |
| 0 | 825 | 2.2% |
| Other values (24) | 6887 |
price
Real number (ℝ)
High correlation
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5058045 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.94 |
| median | 1.5 |
| Q3 | 2.7 |
| 95-th percentile | 8.49 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.76 |
Descriptive statistics
| Standard deviation | 2.9501212 |
|---|---|
| Coefficient of variation (CV) | 1.177315 |
| Kurtosis | 15.257819 |
| Mean | 2.5058045 |
| Median Absolute Deviation (MAD) | 0.71 |
| Skewness | 3.3113347 |
| Sum | 9484.47 |
| Variance | 8.703215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 83 | 2.2% |
| 0.9 | 68 | 1.8% |
| 1.5 | 66 | 1.7% |
| 1.2 | 66 | 1.7% |
| 1.1 | 66 | 1.7% |
| 1.4 | 63 | 1.7% |
| 1.3 | 60 | 1.6% |
| 0.95 | 58 | 1.5% |
| 2 | 56 | 1.5% |
| 1 | 51 | 1.3% |
| Other values (463) | 3148 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 9 | |
| 0.21 | 6 | |
| 0.22 | 9 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 7 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
High correlation
| Distinct | 2651 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13800.168 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4718.2 |
| Q1 | 6808 |
| median | 9000 |
| Q3 | 13765 |
| 95-th percentile | 33308.2 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 6957 |
Descriptive statistics
| Standard deviation | 23052.006 |
|---|---|
| Coefficient of variation (CV) | 1.6704149 |
| Kurtosis | 187.04187 |
| Mean | 13800.168 |
| Median Absolute Deviation (MAD) | 2758 |
| Skewness | 11.43922 |
| Sum | 52233635 |
| Variance | 5.3139496 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 28 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.4% |
| 12500 | 17 | 0.4% |
| 11111 | 14 | 0.4% |
| 7500 | 14 | 0.4% |
| 6666 | 14 | 0.4% |
| 22222 | 13 | 0.3% |
| 8333 | 13 | 0.3% |
| 33333 | 11 | 0.3% |
| Other values (2641) | 3625 | |
| (Missing) | 18 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
High correlation Skewed
| Distinct | 1312 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2845.9995 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519 |
| Q1 | 1220 |
| median | 1725 |
| Q3 | 2295 |
| 95-th percentile | 4200 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1075 |
Descriptive statistics
| Standard deviation | 22783.349 |
|---|---|
| Coefficient of variation (CV) | 8.0053947 |
| Kurtosis | 974.19183 |
| Mean | 2845.9995 |
| Median Absolute Deviation (MAD) | 525 |
| Skewness | 30.232734 |
| Sum | 10772108 |
| Variance | 5.1908099 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 55 | 1.4% |
| 1350 | 51 | 1.3% |
| 1800 | 48 | 1.3% |
| 1950 | 44 | 1.2% |
| 3240 | 43 | 1.1% |
| 2700 | 39 | 1.0% |
| 900 | 39 | 1.0% |
| 2000 | 35 | 0.9% |
| 2400 | 25 | 0.7% |
| 2250 | 25 | 0.7% |
| Other values (1302) | 3381 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Text
| Distinct | 2355 |
|---|---|
| Distinct (%) | 61.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 53.841967 |
| Min length | 12 |
Unique
| Unique | 1780 ? |
|---|---|
| Unique (%) | 46.8% |
Sample
| 1st row | Super Built up area 1929(179.21 sq.m.)Built Up area: 1750 sq.ft. (162.58 sq.m.)Carpet area: 1450 sq.ft. (134.71 sq.m.) |
|---|---|
| 2nd row | Super Built up area 1640(152.36 sq.m.) |
| 3rd row | Plot area 300(250.84 sq.m.) |
| 4th row | Carpet area: 34401 (3195.96 sq.m.) |
| 5th row | Plot area 500(418.06 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5728 | |
| sq.m | 3779 | |
| up | 3102 | 10.0% |
| built | 2393 | 7.7% |
| super | 1915 | 6.2% |
| sq.ft | 1779 | 5.7% |
| sq.m.)carpet | 1208 | 3.9% |
| carpet | 732 | 2.4% |
| sq.m.)built | 707 | 2.3% |
| plot | 682 | 2.2% |
| Other values (2846) | 8965 |
Most occurring characters
| Value | Count | Frequency (%) |
| 27187 | 13.3% | |
| . | 20907 | 10.2% |
| a | 13536 | 6.6% |
| r | 9723 | 4.7% |
| e | 9587 | 4.7% |
| 1 | 9460 | 4.6% |
| s | 7747 | 3.8% |
| q | 7611 | 3.7% |
| t | 7507 | 3.7% |
| p | 6961 | 3.4% |
| Other values (25) | 84535 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 204761 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 27187 | 13.3% | |
| . | 20907 | 10.2% |
| a | 13536 | 6.6% |
| r | 9723 | 4.7% |
| e | 9587 | 4.7% |
| 1 | 9460 | 4.6% |
| s | 7747 | 3.8% |
| q | 7611 | 3.7% |
| t | 7507 | 3.7% |
| p | 6961 | 3.4% |
| Other values (25) | 84535 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 204761 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 27187 | 13.3% | |
| . | 20907 | 10.2% |
| a | 13536 | 6.6% |
| r | 9723 | 4.7% |
| e | 9587 | 4.7% |
| 1 | 9460 | 4.6% |
| s | 7747 | 3.8% |
| q | 7611 | 3.7% |
| t | 7507 | 3.7% |
| p | 6961 | 3.4% |
| Other values (25) | 84535 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 204761 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 27187 | 13.3% | |
| . | 20907 | 10.2% |
| a | 13536 | 6.6% |
| r | 9723 | 4.7% |
| e | 9587 | 4.7% |
| 1 | 9460 | 4.6% |
| s | 7747 | 3.8% |
| q | 7611 | 3.7% |
| t | 7507 | 3.7% |
| p | 6961 | 3.4% |
| Other values (25) | 84535 |
bedRoom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3381541 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8767336 |
|---|---|
| Coefficient of variation (CV) | 0.56220699 |
| Kurtosis | 18.610254 |
| Mean | 3.3381541 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.511539 |
| Sum | 12695 |
| Variance | 3.5221288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1545 | |
| 2 | 993 | |
| 4 | 676 | |
| 5 | 213 | 5.6% |
| 1 | 130 | 3.4% |
| 6 | 75 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 12 | 28 | 0.7% |
| 7 | 28 | 0.7% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 130 | 3.4% |
| 2 | 993 | |
| 3 | 1545 | |
| 4 | 676 | |
| 5 | 213 | 5.6% |
| 6 | 75 | 2.0% |
| 7 | 28 | 0.7% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4054694 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9304562 |
|---|---|
| Coefficient of variation (CV) | 0.56686936 |
| Kurtosis | 17.745175 |
| Mean | 3.4054694 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2570832 |
| Sum | 12951 |
| Variance | 3.7266613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1112 | |
| 2 | 1105 | |
| 4 | 839 | |
| 5 | 299 | 7.9% |
| 1 | 160 | 4.2% |
| 6 | 120 | 3.2% |
| 7 | 41 | 1.1% |
| 9 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 160 | 4.2% |
| 2 | 1105 | |
| 3 | 1112 | |
| 4 | 839 | |
| 5 | 299 | 7.9% |
| 6 | 120 | 3.2% |
| 7 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3160663 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 3+ |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1202 | |
| 3 | 1110 | |
| 2 | 925 | |
| 1 | 376 | 9.9% |
| 0 | 190 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| 2 | 925 | |
| 1 | 376 | 9.9% |
| 0 | 190 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 925 | |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5005 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 925 | |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5005 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 925 | |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5005 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 925 | |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
floorNum
Real number (ℝ)
High correlation Zeros
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8102537 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 134 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0275551 |
|---|---|
| Coefficient of variation (CV) | 0.88507056 |
| Kurtosis | 4.5493229 |
| Mean | 6.8102537 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6987333 |
| Sum | 25770 |
| Variance | 36.33142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 513 | |
| 2 | 506 | |
| 1 | 365 | 9.6% |
| 4 | 328 | 8.6% |
| 8 | 197 | 5.2% |
| 6 | 187 | 4.9% |
| 10 | 186 | 4.9% |
| 7 | 183 | 4.8% |
| 5 | 177 | 4.7% |
| 9 | 170 | 4.5% |
| Other values (33) | 972 |
| Value | Count | Frequency (%) |
| 0 | 134 | 3.5% |
| 1 | 365 | |
| 2 | 506 | |
| 3 | 513 | |
| 4 | 328 | |
| 5 | 177 | 4.7% |
| 6 | 187 | 4.9% |
| 7 | 183 | 4.8% |
| 8 | 197 | 5.2% |
| 9 | 170 | 4.5% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1105 |
| Missing (%) | 29.1% |
| Memory size | 29.8 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8358043 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North |
|---|---|
| 2nd row | South |
| 3rd row | North |
| 4th row | East |
| 5th row | North-West |
Common Values
| Value | Count | Frequency (%) |
| East | 642 | |
| North-East | 639 | |
| North | 398 | 10.5% |
| West | 255 | 6.7% |
| South | 233 | 6.1% |
| North-West | 200 | 5.3% |
| South-East | 174 | 4.6% |
| South-West | 157 | 4.1% |
| (Missing) | 1105 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 642 | |
| north-east | 639 | |
| north | 398 | |
| west | 255 | 9.5% |
| south | 233 | 8.6% |
| north-west | 200 | 7.4% |
| south-east | 174 | 6.4% |
| south-west | 157 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3868 | |
| s | 2067 | |
| o | 1801 | |
| h | 1801 | |
| E | 1455 | 7.9% |
| a | 1455 | 7.9% |
| N | 1237 | 6.7% |
| r | 1237 | 6.7% |
| - | 1170 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18443 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 3868 | |
| s | 2067 | |
| o | 1801 | |
| h | 1801 | |
| E | 1455 | 7.9% |
| a | 1455 | 7.9% |
| N | 1237 | 6.7% |
| r | 1237 | 6.7% |
| - | 1170 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18443 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 3868 | |
| s | 2067 | |
| o | 1801 | |
| h | 1801 | |
| E | 1455 | 7.9% |
| a | 1455 | 7.9% |
| N | 1237 | 6.7% |
| r | 1237 | 6.7% |
| - | 1170 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18443 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 3868 | |
| s | 2067 | |
| o | 1801 | |
| h | 1801 | |
| E | 1455 | 7.9% |
| a | 1455 | 7.9% |
| N | 1237 | 6.7% |
| r | 1237 | 6.7% |
| - | 1170 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.010255 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Old Property |
| 4th row | Relatively New |
| 5th row | Moderately Old |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1676 | |
| New Property | 626 | 16.5% |
| Moderately Old | 575 | 15.1% |
| Undefined | 484 | 12.7% |
| Old Property | 310 | 8.2% |
| Under Construction | 132 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2302 | |
| relatively | 1676 | |
| property | 936 | |
| old | 885 | 12.4% |
| moderately | 575 | 8.1% |
| undefined | 484 | 6.8% |
| under | 132 | 1.9% |
| construction | 132 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8840 | |
| l | 4812 | 9.7% |
| t | 3451 | 7.0% |
| 3319 | 6.7% | |
| y | 3187 | 6.4% |
| r | 2711 | 5.5% |
| d | 2560 | 5.2% |
| N | 2302 | 4.7% |
| w | 2302 | 4.7% |
| i | 2292 | 4.6% |
| Other values (15) | 13702 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49478 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8840 | |
| l | 4812 | 9.7% |
| t | 3451 | 7.0% |
| 3319 | 6.7% | |
| y | 3187 | 6.4% |
| r | 2711 | 5.5% |
| d | 2560 | 5.2% |
| N | 2302 | 4.7% |
| w | 2302 | 4.7% |
| i | 2292 | 4.6% |
| Other values (15) | 13702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49478 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8840 | |
| l | 4812 | 9.7% |
| t | 3451 | 7.0% |
| 3319 | 6.7% | |
| y | 3187 | 6.4% |
| r | 2711 | 5.5% |
| d | 2560 | 5.2% |
| N | 2302 | 4.7% |
| w | 2302 | 4.7% |
| i | 2292 | 4.6% |
| Other values (15) | 13702 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49478 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8840 | |
| l | 4812 | 9.7% |
| t | 3451 | 7.0% |
| 3319 | 6.7% | |
| y | 3187 | 6.4% |
| r | 2711 | 5.5% |
| d | 2560 | 5.2% |
| N | 2302 | 4.7% |
| w | 2302 | 4.7% |
| i | 2292 | 4.6% |
| Other values (15) | 13702 |
super_built_up_area
Real number (ℝ)
High correlation Missing
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 1888 |
| Missing (%) | 49.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1921.6583 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 761.9 |
| Q1 | 1457 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3187.1 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 767.16017 |
|---|---|
| Coefficient of variation (CV) | 0.39921779 |
| Kurtosis | 10.083066 |
| Mean | 1921.6583 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8232285 |
| Sum | 3679975.6 |
| Variance | 588534.73 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 38 | 1.0% |
| 1650 | 38 | 1.0% |
| 2000 | 26 | 0.7% |
| 1578 | 25 | 0.7% |
| 2150 | 23 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 20 | 0.5% |
| 1350 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| Other values (583) | 1667 | |
| (Missing) | 1888 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 644 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 2070 |
| Missing (%) | 54.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2360.2414 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 246.4 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2399 |
| 95-th percentile | 4662 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1299 |
Descriptive statistics
| Standard deviation | 17719.603 |
|---|---|
| Coefficient of variation (CV) | 7.5075385 |
| Kurtosis | 1710.1077 |
| Mean | 2360.2414 |
| Median Absolute Deviation (MAD) | 642 |
| Skewness | 41.21758 |
| Sum | 4090298.4 |
| Variance | 3.1398434 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 34 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 28 | 0.7% |
| 1600 | 26 | 0.7% |
| 1300 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1427 | |
| (Missing) | 2070 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 733 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 1859 |
| Missing (%) | 48.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2483.4669 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 348.3 |
| Q1 | 824 |
| median | 1294 |
| Q3 | 1786.25 |
| 95-th percentile | 2945.8 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 962.25 |
Descriptive statistics
| Standard deviation | 22375.239 |
|---|---|
| Coefficient of variation (CV) | 9.0096787 |
| Kurtosis | 627.83936 |
| Mean | 2483.4669 |
| Median Absolute Deviation (MAD) | 472 |
| Skewness | 24.796084 |
| Sum | 4827859.7 |
| Variance | 5.0065133 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 36 | 0.9% |
| 1600 | 36 | 0.9% |
| 1200 | 32 | 0.8% |
| 1500 | 30 | 0.8% |
| 1650 | 28 | 0.7% |
| 1350 | 28 | 0.7% |
| 1300 | 23 | 0.6% |
| 1450 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (723) | 1644 | |
| (Missing) | 1859 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 2 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3082 | |
| 1 | 721 | 19.0% |
servant room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2446 | |
| 1 | 1357 |
store room
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| 0 | |
|---|---|
| 1 | 344 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3459 | |
| 1 | 344 | 9.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3140 | |
| 1 | 663 | 17.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3382 | |
| 1 | 421 | 11.1% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.8 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 221 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2501 | |
| 2 | 1081 | |
| 1 | 221 | 5.8% |
luxury_score
Real number (ℝ)
Zeros
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.947936 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 486 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 58 |
| Q3 | 109 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 78 |
Descriptive statistics
| Standard deviation | 52.821789 |
|---|---|
| Coefficient of variation (CV) | 0.74451481 |
| Kurtosis | -0.85533655 |
| Mean | 70.947936 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.47028839 |
| Sum | 269815 |
| Variance | 2790.1414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 486 | 12.8% |
| 49 | 353 | 9.3% |
| 174 | 196 | 5.2% |
| 44 | 62 | 1.6% |
| 38 | 58 | 1.5% |
| 72 | 56 | 1.5% |
| 165 | 55 | 1.4% |
| 60 | 50 | 1.3% |
| 37 | 49 | 1.3% |
| 42 | 46 | 1.2% |
| Other values (151) | 2392 |
| Value | Count | Frequency (%) |
| 0 | 486 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 43 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 7 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 196 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 11 | 0.3% |
| 165 | 55 | 1.4% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.7% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| price | price_per_sqft | area | bedRoom | bathroom | floorNum | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.397 | 0.020 | 0.525 | 0.591 | -0.091 | 0.771 | 0.024 | -0.010 | 0.256 | 0.400 | 0.306 | 0.341 | -0.006 | 0.237 | 0.097 |
| price_per_sqft | 0.397 | 1.000 | -0.027 | 0.313 | 0.294 | -0.110 | 0.278 | -0.021 | -0.036 | 0.094 | 0.101 | 0.086 | 0.121 | 0.008 | 0.093 | -0.044 |
| area | 0.020 | -0.027 | 1.000 | 0.007 | 0.008 | -0.015 | 0.969 | 0.965 | 0.993 | 0.018 | 0.002 | 0.003 | 0.004 | 0.023 | 0.001 | -0.007 |
| bedRoom | 0.525 | 0.313 | 0.007 | 1.000 | 0.908 | -0.130 | 0.736 | -0.000 | -0.018 | 0.138 | 0.282 | 0.183 | 0.274 | 0.070 | 0.186 | -0.015 |
| bathroom | 0.591 | 0.294 | 0.008 | 0.908 | 1.000 | -0.069 | 0.744 | 0.006 | -0.015 | 0.162 | 0.415 | 0.197 | 0.286 | 0.063 | 0.236 | 0.100 |
| floorNum | -0.091 | -0.110 | -0.015 | -0.130 | -0.069 | 1.000 | 0.157 | 0.010 | -0.028 | -0.056 | 0.095 | -0.089 | -0.062 | -0.007 | 0.031 | 0.173 |
| super_built_up_area | 0.771 | 0.278 | 0.969 | 0.736 | 0.744 | 0.157 | 1.000 | 0.955 | 0.924 | 0.031 | 0.558 | 0.050 | 0.142 | -0.007 | 0.156 | 0.211 |
| built_up_area | 0.024 | -0.021 | 0.965 | -0.000 | 0.006 | 0.010 | 0.955 | 1.000 | 0.972 | 0.003 | 0.009 | 0.008 | 0.006 | -0.010 | 0.018 | 0.006 |
| carpet_area | -0.010 | -0.036 | 0.993 | -0.018 | -0.015 | -0.028 | 0.924 | 0.972 | 1.000 | 0.025 | -0.017 | -0.009 | -0.012 | 0.032 | -0.028 | -0.012 |
| study room | 0.256 | 0.094 | 0.018 | 0.138 | 0.162 | -0.056 | 0.031 | 0.003 | 0.025 | 1.000 | 0.183 | 0.224 | 0.315 | 0.037 | 0.128 | 0.151 |
| servant room | 0.400 | 0.101 | 0.002 | 0.282 | 0.415 | 0.095 | 0.558 | 0.009 | -0.017 | 0.183 | 1.000 | 0.163 | 0.252 | -0.009 | 0.260 | 0.335 |
| store room | 0.306 | 0.086 | 0.003 | 0.183 | 0.197 | -0.089 | 0.050 | 0.008 | -0.009 | 0.224 | 0.163 | 1.000 | 0.307 | -0.105 | 0.162 | 0.186 |
| pooja room | 0.341 | 0.121 | 0.004 | 0.274 | 0.286 | -0.062 | 0.142 | 0.006 | -0.012 | 0.315 | 0.252 | 0.307 | 1.000 | 0.039 | 0.209 | 0.178 |
| others | -0.006 | 0.008 | 0.023 | 0.070 | 0.063 | -0.007 | -0.007 | -0.010 | 0.032 | 0.037 | -0.009 | -0.105 | 0.039 | 1.000 | 0.039 | -0.059 |
| furnishing_type | 0.237 | 0.093 | 0.001 | 0.186 | 0.236 | 0.031 | 0.156 | 0.018 | -0.028 | 0.128 | 0.260 | 0.162 | 0.209 | 0.039 | 1.000 | 0.328 |
| luxury_score | 0.097 | -0.044 | -0.007 | -0.015 | 0.100 | 0.173 | 0.211 | 0.006 | -0.012 | 0.151 | 0.335 | 0.186 | 0.178 | -0.059 | 0.328 | 1.000 |
| price | price_per_sqft | area | bedRoom | bathroom | floorNum | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.743 | 0.745 | 0.683 | 0.721 | 0.003 | 0.774 | 0.604 | 0.622 | 0.196 | 0.510 | 0.241 | 0.268 | -0.005 | 0.298 | 0.217 |
| price_per_sqft | 0.743 | 1.000 | 0.206 | 0.411 | 0.406 | -0.120 | 0.286 | 0.129 | 0.143 | 0.158 | 0.246 | 0.209 | 0.198 | -0.027 | 0.229 | 0.057 |
| area | 0.745 | 0.206 | 1.000 | 0.631 | 0.692 | 0.115 | 0.949 | 0.837 | 0.806 | 0.154 | 0.561 | 0.168 | 0.224 | 0.025 | 0.216 | 0.259 |
| bedRoom | 0.683 | 0.411 | 0.631 | 1.000 | 0.863 | -0.100 | 0.802 | 0.385 | 0.577 | 0.116 | 0.430 | 0.201 | 0.297 | 0.036 | 0.212 | 0.062 |
| bathroom | 0.721 | 0.406 | 0.692 | 0.863 | 1.000 | -0.006 | 0.822 | 0.468 | 0.607 | 0.142 | 0.564 | 0.193 | 0.283 | 0.037 | 0.256 | 0.181 |
| floorNum | 0.003 | -0.120 | 0.115 | -0.100 | -0.006 | 1.000 | 0.155 | 0.088 | 0.151 | -0.048 | 0.120 | -0.083 | -0.066 | 0.002 | 0.046 | 0.223 |
| super_built_up_area | 0.774 | 0.286 | 0.949 | 0.802 | 0.822 | 0.155 | 1.000 | 0.927 | 0.895 | -0.018 | 0.660 | 0.034 | 0.110 | -0.019 | 0.165 | 0.227 |
| built_up_area | 0.604 | 0.129 | 0.837 | 0.385 | 0.468 | 0.088 | 0.927 | 1.000 | 0.968 | 0.184 | 0.418 | 0.182 | 0.237 | -0.008 | 0.191 | 0.290 |
| carpet_area | 0.622 | 0.143 | 0.806 | 0.577 | 0.607 | 0.151 | 0.895 | 0.968 | 1.000 | 0.067 | 0.478 | 0.044 | 0.113 | 0.012 | 0.188 | 0.236 |
| study room | 0.196 | 0.158 | 0.154 | 0.116 | 0.142 | -0.048 | -0.018 | 0.184 | 0.067 | 1.000 | 0.183 | 0.224 | 0.315 | 0.037 | 0.134 | 0.159 |
| servant room | 0.510 | 0.246 | 0.561 | 0.430 | 0.564 | 0.120 | 0.660 | 0.418 | 0.478 | 0.183 | 1.000 | 0.163 | 0.252 | -0.009 | 0.267 | 0.331 |
| store room | 0.241 | 0.209 | 0.168 | 0.201 | 0.193 | -0.083 | 0.034 | 0.182 | 0.044 | 0.224 | 0.163 | 1.000 | 0.307 | -0.105 | 0.164 | 0.186 |
| pooja room | 0.268 | 0.198 | 0.224 | 0.297 | 0.283 | -0.066 | 0.110 | 0.237 | 0.113 | 0.315 | 0.252 | 0.307 | 1.000 | 0.039 | 0.214 | 0.175 |
| others | -0.005 | -0.027 | 0.025 | 0.036 | 0.037 | 0.002 | -0.019 | -0.008 | 0.012 | 0.037 | -0.009 | -0.105 | 0.039 | 1.000 | 0.043 | -0.054 |
| furnishing_type | 0.298 | 0.229 | 0.216 | 0.212 | 0.256 | 0.046 | 0.165 | 0.191 | 0.188 | 0.134 | 0.267 | 0.164 | 0.214 | 0.043 | 1.000 | 0.321 |
| luxury_score | 0.217 | 0.057 | 0.259 | 0.062 | 0.181 | 0.223 | 0.227 | 0.290 | 0.236 | 0.159 | 0.331 | 0.186 | 0.175 | -0.054 | 0.321 | 1.000 |
| property_type | price | price_per_sqft | area | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| property_type | 1.000 | 0.694 | 0.265 | 0.040 | 0.791 | 0.605 | 0.172 | 0.614 | 0.122 | 0.480 | NaN | 0.000 | 0.000 | 0.200 | 0.109 | 0.371 | 0.388 | 0.037 | 0.049 | 0.414 |
| price | 0.694 | 1.000 | 0.450 | 0.175 | 0.616 | 0.651 | 0.316 | 0.248 | 0.046 | 0.188 | 0.753 | 0.000 | 0.000 | 0.316 | 0.479 | 0.391 | 0.435 | 0.043 | 0.280 | 0.174 |
| price_per_sqft | 0.265 | 0.450 | 1.000 | 0.000 | 0.257 | 0.240 | 0.054 | 0.000 | 0.000 | 0.085 | NaN | 0.000 | 0.000 | 0.039 | 0.055 | 0.000 | 0.059 | 0.047 | 0.033 | 0.108 |
| area | 0.040 | 0.175 | 0.000 | 1.000 | 0.000 | 0.076 | 0.016 | 0.000 | 0.049 | 0.000 | NaN | 1.000 | 0.982 | 0.026 | 0.021 | 0.054 | 0.052 | 0.058 | 0.100 | 0.000 |
| bedRoom | 0.791 | 0.616 | 0.257 | 0.000 | 1.000 | 0.971 | 0.503 | 0.290 | 0.100 | 0.268 | 0.600 | 0.000 | 0.000 | 0.220 | 0.577 | 0.282 | 0.398 | 0.097 | 0.318 | 0.267 |
| bathroom | 0.605 | 0.651 | 0.240 | 0.076 | 0.971 | 1.000 | 0.548 | 0.214 | 0.095 | 0.232 | 0.750 | 0.000 | 0.000 | 0.234 | 0.672 | 0.281 | 0.402 | 0.092 | 0.345 | 0.253 |
| balcony | 0.172 | 0.316 | 0.054 | 0.016 | 0.503 | 0.548 | 1.000 | 0.187 | 0.023 | 0.326 | 0.460 | 0.000 | 0.031 | 0.149 | 0.361 | 0.117 | 0.159 | 0.066 | 0.233 | 0.487 |
| floorNum | 0.614 | 0.248 | 0.000 | 0.000 | 0.290 | 0.214 | 0.187 | 1.000 | 0.000 | 0.228 | 0.157 | 0.000 | 0.000 | 0.102 | 0.104 | 0.142 | 0.131 | 0.037 | 0.044 | 0.253 |
| facing | 0.122 | 0.046 | 0.000 | 0.049 | 0.100 | 0.095 | 0.023 | 0.000 | 1.000 | 0.166 | 0.000 | NaN | 0.000 | 0.000 | 0.057 | 0.044 | 0.037 | 0.000 | 0.080 | 0.133 |
| agePossession | 0.480 | 0.188 | 0.085 | 0.000 | 0.268 | 0.232 | 0.326 | 0.228 | 0.166 | 1.000 | 0.145 | 0.000 | 0.000 | 0.158 | 0.401 | 0.200 | 0.260 | 0.143 | 0.470 | 0.403 |
| super_built_up_area | NaN | 0.753 | NaN | NaN | 0.600 | 0.750 | 0.460 | 0.157 | 0.000 | 0.145 | 1.000 | NaN | NaN | 0.155 | 0.764 | 0.058 | 0.205 | 0.110 | 0.207 | 0.209 |
| built_up_area | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 0.000 | NaN | 1.000 | NaN | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 |
| carpet_area | 0.000 | 0.000 | 0.000 | 0.982 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | NaN | NaN | 1.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 |
| study room | 0.200 | 0.316 | 0.039 | 0.026 | 0.220 | 0.234 | 0.149 | 0.102 | 0.000 | 0.158 | 0.155 | 0.000 | 0.006 | 1.000 | 0.282 | 0.342 | 0.473 | 0.050 | 0.086 | 0.242 |
| servant room | 0.109 | 0.479 | 0.055 | 0.021 | 0.577 | 0.672 | 0.361 | 0.104 | 0.057 | 0.401 | 0.764 | 0.000 | 0.000 | 0.282 | 1.000 | 0.251 | 0.384 | 0.000 | 0.167 | 0.452 |
| store room | 0.371 | 0.391 | 0.000 | 0.054 | 0.282 | 0.281 | 0.117 | 0.142 | 0.044 | 0.200 | 0.058 | 0.000 | 0.000 | 0.342 | 0.251 | 1.000 | 0.461 | 0.161 | 0.098 | 0.297 |
| pooja room | 0.388 | 0.435 | 0.059 | 0.052 | 0.398 | 0.402 | 0.159 | 0.131 | 0.037 | 0.260 | 0.205 | 0.000 | 0.000 | 0.473 | 0.384 | 0.461 | 1.000 | 0.054 | 0.132 | 0.249 |
| others | 0.037 | 0.043 | 0.047 | 0.058 | 0.097 | 0.092 | 0.066 | 0.037 | 0.000 | 0.143 | 0.110 | 0.000 | 0.025 | 0.050 | 0.000 | 0.161 | 0.054 | 1.000 | 0.033 | 0.226 |
| furnishing_type | 0.049 | 0.280 | 0.033 | 0.100 | 0.318 | 0.345 | 0.233 | 0.044 | 0.080 | 0.470 | 0.207 | 0.051 | 0.000 | 0.086 | 0.167 | 0.098 | 0.132 | 0.033 | 1.000 | 0.377 |
| luxury_score | 0.414 | 0.174 | 0.108 | 0.000 | 0.267 | 0.253 | 0.487 | 0.253 | 0.133 | 0.403 | 0.209 | 0.000 | 0.000 | 0.242 | 0.452 | 0.297 | 0.249 | 0.226 | 0.377 | 1.000 |
Missing values
Sample
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | dlf the skycourt | sector 86 | 1.58 | 8190.0 | 1929.0 | Super Built up area 1929(179.21 sq.m.)Built Up area: 1750 sq.ft. (162.58 sq.m.)Carpet area: 1450 sq.ft. (134.71 sq.m.) | 3 | 3 | 1 | 16.0 | North | Relatively New | 1929.0 | 1750.0 | 1450.0 | 0 | 0 | 0 | 1 | 0 | 2 | 152 |
| 1 | flat | ss the leaf | sector 85 | 1.20 | 7317.0 | 1640.0 | Super Built up area 1640(152.36 sq.m.) | 2 | 2 | 3 | 12.0 | South | Relatively New | 1640.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 157 |
| 2 | house | ansals florence villa | sector 57 | 6.00 | 22222.0 | 2700.0 | Plot area 300(250.84 sq.m.) | 4 | 5 | 2 | 2.0 | NaN | Old Property | NaN | 2700.0 | NaN | 0 | 1 | 0 | 1 | 0 | 2 | 20 |
| 3 | flat | rof ananda | sector 95 | 0.21 | 61.0 | 34426.0 | Carpet area: 34401 (3195.96 sq.m.) | 1 | 1 | 1 | 13.0 | North | Relatively New | NaN | NaN | 34401.0 | 0 | 0 | 0 | 0 | 0 | 0 | 68 |
| 4 | house | emaar mgf marbella | sector 66 | NaN | NaN | NaN | Plot area 500(418.06 sq.m.) | 5 | 7 | 3+ | 2.0 | NaN | Moderately Old | NaN | 500.0 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | 70 |
| 5 | flat | vatika the seven lamps | sector 82 | 0.86 | 6022.0 | 1428.0 | Super Built up area 1430(132.85 sq.m.) | 2 | 2 | 2 | 12.0 | East | Relatively New | 1430.0 | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 2 | 135 |
| 6 | house | independent | sector 7 | 0.45 | 5000.0 | 900.0 | Plot area 900(83.61 sq.m.) | 3 | 2 | 1 | 2.0 | North-West | Old Property | NaN | 900.0 | NaN | 0 | 0 | 0 | 0 | 1 | 0 | 12 |
| 7 | flat | shree vardhman flora | sector 90 | 0.70 | 5177.0 | 1352.0 | Carpet area: 1352 (125.6 sq.m.) | 2 | 3 | 2 | 7.0 | North | Relatively New | NaN | NaN | 1352.0 | 1 | 0 | 0 | 0 | 0 | 2 | 49 |
| 8 | flat | raheja atharva | sector 109 | 1.60 | 5319.0 | 3008.0 | Built Up area: 3008 (279.45 sq.m.) | 4 | 1 | 0 | 0.0 | NaN | New Property | NaN | 3008.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | flat | suncity vatsal valley | gwal pahari | 1.38 | 12212.0 | 1130.0 | Built Up area: 1130 (104.98 sq.m.) | 2 | 2 | 2 | 4.0 | East | Under Construction | NaN | 1130.0 | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 133 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3793 | flat | brisk lumbini terrace homes | sector 109 | 1.38 | 6338.0 | 2177.0 | Carpet area: 2177 (202.25 sq.m.) | 3 | 3 | 1 | 4.0 | NaN | Moderately Old | NaN | NaN | 2177.0 | 0 | 0 | 0 | 0 | 0 | 0 | 20 |
| 3794 | flat | godrej summit | sector 104 | 0.85 | 5878.0 | 1446.0 | Super Built up area 1446(134.34 sq.m.)Built Up area: 1269 sq.ft. (117.89 sq.m.)Carpet area: 777 sq.ft. (72.19 sq.m.) | 2 | 2 | 3+ | 10.0 | East | Relatively New | 1446.0 | 1269.0 | 777.0 | 1 | 0 | 0 | 0 | 0 | 0 | 79 |
| 3795 | flat | signature global the millennia 3 | sector 37d | 0.45 | 7627.0 | 590.0 | Carpet area: 590 (54.81 sq.m.) | 2 | 3 | 2 | 8.0 | NaN | Undefined | NaN | NaN | 590.0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 3796 | flat | dlf park place | sector 54 | 4.85 | 25866.0 | 1875.0 | Super Built up area 1875(174.19 sq.m.) | 3 | 4 | 3+ | 25.0 | South-East | Relatively New | 1875.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 26 |
| 3797 | flat | experion the heartsong | sector 108 | 2.00 | 7196.0 | 2779.0 | Super Built up area 2779(258.18 sq.m.)Built Up area: 2500 sq.ft. (232.26 sq.m.)Carpet area: 2300 sq.ft. (213.68 sq.m.) | 4 | 4 | 3+ | 10.0 | North-East | Relatively New | 2779.0 | 2500.0 | 2300.0 | 0 | 1 | 0 | 1 | 0 | 2 | 174 |
| 3798 | flat | dlf the primus | sector 82a | 2.25 | 10714.0 | 2100.0 | Carpet area: 2100 (195.1 sq.m.) | 3 | 3 | 3+ | 29.0 | East | Relatively New | NaN | NaN | 2100.0 | 0 | 1 | 0 | 0 | 0 | 1 | 72 |
| 3799 | house | bestech park view aindependentda | sector 81 | 4.35 | 7937.0 | 5481.0 | Plot area 5480(509.11 sq.m.) | 4 | 4 | 3 | 2.0 | North | Relatively New | NaN | 5480.0 | NaN | 0 | 1 | 1 | 0 | 0 | 0 | 51 |
| 3800 | flat | shree arihant apartment | sector 54 | 1.55 | 8611.0 | 1800.0 | Super Built up area 2000(185.81 sq.m.)Built Up area: 1900 sq.ft. (176.52 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.) | 3 | 3 | 3 | 3.0 | North-East | Moderately Old | 2000.0 | 1900.0 | 1800.0 | 0 | 1 | 0 | 0 | 0 | 2 | 109 |
| 3801 | flat | aipl zen residences | sector 70a | 1.34 | 10276.0 | 1304.0 | Super Built up area 1304(121.15 sq.m.) | 2 | 2 | 3+ | 17.0 | East | New Property | 1304.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 110 |
| 3802 | flat | central park 2 bellevue | sector 48 | 5.00 | 11627.0 | 4300.0 | Carpet area: 4300 (399.48 sq.m.) | 3 | 4 | 3 | 14.0 | North-East | Moderately Old | NaN | NaN | 4300.0 | 0 | 0 | 0 | 0 | 0 | 0 | 82 |
Duplicate rows
Most frequently occurring
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | ambience caitriona | sector 24 | 14.00 | 200000.0 | 700.0 | Built Up area: 700 (65.03 sq.m.) | 4 | 5 | 3 | 3.0 | East | Undefined | NaN | 700.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 1 | flat | ansal heights 86 | sector 86 | 0.90 | 5325.0 | 1690.0 | Built Up area: 1690 (157.01 sq.m.) | 3 | 3 | 2 | 10.0 | NaN | New Property | NaN | 1690.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 29 | 2 |
| 2 | flat | ansal heights 86 | sector 86 | 1.30 | 4666.0 | 2786.0 | Super Built up area 2786(258.83 sq.m.) | 4 | 6 | 2 | 11.0 | East | New Property | 2786.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 0 | 86 | 2 |
| 3 | flat | ansal housing highland park | sector 103 | 0.88 | 6429.0 | 1369.0 | Super Built up area 1361(126.44 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | New Property | 1361.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 2 |
| 4 | flat | antriksh heights | sector 84 | 0.85 | 5556.0 | 1530.0 | Super Built up area 1350(125.42 sq.m.) | 2 | 2 | 3 | 10.0 | North-West | New Property | 1350.0 | NaN | NaN | 1 | 0 | 0 | 0 | 1 | 0 | 24 | 2 |
| 5 | flat | apartment | sector 92 | 0.75 | 4687.0 | 1600.0 | Carpet area: 1600 (148.64 sq.m.) | 3 | 4 | 3 | 2.0 | East | Moderately Old | NaN | NaN | 1600.0 | 1 | 0 | 0 | 0 | 0 | 0 | 113 | 2 |
| 6 | flat | ashiana anmol | sohna road | 0.88 | 11125.0 | 791.0 | Super Built up area 1275(118.45 sq.m.)Carpet area: 791 sq.ft. (73.49 sq.m.) | 2 | 2 | 2 | 13.0 | East | Relatively New | 1275.0 | NaN | 791.0 | 0 | 0 | 0 | 0 | 0 | 1 | 127 | 2 |
| 7 | flat | assotech blith | sector 99 | 0.92 | 6739.0 | 1365.0 | Super Built up area 1365(126.81 sq.m.) | 2 | 2 | 3+ | 22.0 | NaN | Under Construction | 1365.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 56 | 2 |
| 8 | flat | assotech blith | sector 99 | 1.90 | 6702.0 | 2835.0 | Built Up area: 2835 (263.38 sq.m.) | 4 | 4 | 3+ | 2.0 | North-East | Undefined | NaN | 2835.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 51 | 2 |
| 9 | flat | ats tourmaline | sector 109 | 2.30 | 8897.0 | 2585.0 | Super Built up area 2585(240.15 sq.m.) | 3 | 4 | 3+ | 10.0 | East | New Property | 2585.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 0 | 74 | 2 |